--- title: "OVHcloud AI & Machine Learning" description: "All the OVHcloud US AI & Machine Learning documentation: guides, tutorials and reference for every task." url: https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/landing-page-ai-machine-learning lang: en lastUpdated: 2026-09-28 --- > For AI agents: the complete documentation index is available at https://docs.us.ovhcloud.com/en/llms.txt, the full documentation bundle is available at https://docs.us.ovhcloud.com/en/llms-full.txt. # OVHcloud AI & Machine Learning ## OVHcloud AI & Machine Learning Run AI and machine learning workloads with Jupyter and VS Code on scalable cloud servers. Train models, analyze data, and accelerate development. ### General Information - [AI Dashboard - Getting started](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-dashboard-getting-started.md) - [AI Tools - Lifecycle policy](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-tools-lifecycle-policy.md) - [AI Tools - ovhai SDK](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-tools-ovhai-sdk.md) - [Data - Compliance between AI Tools and S3™ * compatible Object Storage](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/compliance.md) - [Data - Concept and best practices](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/data-concepts-best-practices.md) - [FAQ - AI Tools](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/faq.md) - [Overview of OVHcloud AI Tools - AI Notebooks, AI Training, AI Deploy](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-tools-overview.md) - [Registries - Use & manage your registries](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/manage-registries.md) - [Users - Manage AI users and roles](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/manage-users-roles.md) - [AI Tools - Monitor your cloud resources](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-tools-monitor-cloud-resources.md) - [AI Tools - Remote SSH Connection](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-tools-remote-ssh-connection.md) ### CLI - [CLI - Installation](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/cli-install-client.md) - [CLI - Cheat Sheet](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/cheat-sheet.md) - [CLI - Launch an AI Notebook](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/cli-run-notebook.md) - [CLI - Launch an AI Training job](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/cli-run-job.md) - [CLI - Manage access tokens](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/cli-app-token.md) - [CLI - Launch and share an AI Notebook with tokens](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/cli-sharing-notebooks.md) - [CLI - Commands reference](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/cli-overview.md) - [CLI - Commands reference for data](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/cli-data.md) - [CLI - Use your data in a notebook](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/cli-access-data.md) - [CLI - Launch an AI Deploy app](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/cli-deploy-app.md) ### AI Notebooks - Key concepts - [AI Notebooks - Features, capabilities, and limitations](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-notebooks-capabilities.md) - [AI Notebooks - Notebook concept](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-notebooks-concept.md) ### AI Notebooks - Getting started - [AI Notebooks - Getting started](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-notebooks-getting-started.md) - [AI Notebooks - Workspace](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-notebooks-workspace.md) ### AI Notebooks - Configuration - [AI Notebooks - Manage and use data in a notebook via UI](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-notebooks-manage-data-ui.md) ### AI Notebooks - Tutorials - [AI Notebooks - Tutorial - Audio analysis and classification with AI](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-notebooks-marine-mammal-sounds-classification.md) - [AI Notebooks - Tutorial - Brain tumor segmentation using U-Net](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-notebooks-tuto-image-segmentation-unet-tumors.md) - [AI Notebooks - Tutorial - Build your spam classifier](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-notebooks-spam-classifier.md) - [AI Notebooks - Tutorial - Fine-Tune and export an AI model to ONNX](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-notebooks-finetune-model-export-onnx.md) - [AI Notebooks - Tutorial - Fine-tuning LLaMA 2](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-notebooks-tuto-fine-tune-llama-v2.md) - [AI Notebooks - Tutorial - Track your ML models with MLflow inside notebooks](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-notebooks-mlflow.md) - [AI Notebooks - Tutorial - Weights & Biases integration](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-notebooks-weights-biases.md) ### AI Notebooks - Troubleshooting - [AI Notebooks - Troubleshooting](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-notebooks-debug.md) ### AI Notebooks - Additional resources - [AI Notebooks - Billing and lifecycle](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-notebooks-billing.md) ### AI Training - Key concepts - [AI Training - Features, capabilities, and limitations](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-training-capabilities.md) - [AI Training - Job concept](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-training-jobs.md) ### AI Training - Getting started - [AI Training - Getting started](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-training-submit-job.md) - [AI Training - Start a job with a notebook Docker image](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-training-start-use-notebooks.md) - [AI Training - Tutorial - Train your first ML model](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-training-train-first-ml-model.md) ### AI Training - Configuration - [AI Training - Tutorial - Build and use a custom Docker image](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-training-build-use-custom-image.md) ### AI Training - Tutorials - [AI Training - Tutorial - Compare models with W&B for audio classification task](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-training-models-comparaison-wandb.md) - [AI Training - Tutorial - Train a model to recognize marine mammal sounds](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-training-train-marine_mammal_sound.md) - [AI Training - Tutorial - Use TensorBoard inside a job](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-training-tensorboard-inside-job.md) ### AI Training - Troubleshooting - [AI Training - Troubleshooting](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-training-debug-jobs.md) ### AI Training - Additional resources - [AI Training - Billing and lifecycle](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-training-billing-lifecycle.md) ### AI Deploy - Key concepts - [AI Deploy - Features, capabilities, and limitations](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-deploy-capabilities.md) - [AI Deploy - Apps portfolio](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-deploy-apps-portfolio.md) - [AI Deploy - App concept](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-deploy-apps.md) ### AI Deploy - Getting started - [AI Deploy - Getting started](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-deploy-getting-started.md) ### AI Deploy - Configuration - [AI Deploy - Scaling strategies](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-deploy-apps-deployments.md) - [AI Deploy - Update custom Docker images](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-deploy-update-custom-docker-image.md) ### AI Deploy - Security - [AI Deploy - Accessing your app with tokens](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-deploy-tokens.md) ### AI Deploy - Tutorials - [AI Deploy - Tutorial - Build & use a custom Docker image](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-deploy-build-use-custom-image.md) - [AI Deploy - Tutorial - Create and deploy a Speech to Text application using Streamlit](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-deploy-streamlit-speech-to-text-app.md) - [AI Deploy - Tutorial - Deploy a Gradio app for sketch recognition](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-deploy-gradio-sketch-recognition.md) - [AI Deploy - Tutorial - Deploy a simple app with Flask](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-deploy-build-use-flask-image.md) - [AI Deploy - Tutorial - Deploy an app for sentiment analysis with Hugging Face and Flask](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-deploy-flask-hugging-face-sentiment-analysis.md) - [AI Deploy - Tutorial - Deploy an interactive app for EDA and prediction using Streamlit](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-deploy-streamlit-eda-iris.md) - [AI Deploy - Tutorial - Deploy and call a spam classifier with FastAPI](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-deploy-fastapi-spam-classifier.md) - [AI Deploy - Tutorial - How to load test your application with Locust](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-deploy-load-test-app.md) ### AI Deploy - Troubleshooting - [AI Deploy - Troubleshooting](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-deploy-debug-apps.md) ### AI Deploy - Additional resources - [AI Deploy - Billing and lifecycle](https://docs.us.ovhcloud.com/en/public-cloud/ai-machine-learning/ai-deploy-billing.md)